模型预测控制器(MPC)与PID控制器在SSISD装置温度调节中的比较研究

Mohd Hezri Marzaki, M. H. A. Jalil, Haslizamri Md Shariff, R. Adnan, M. Rahiman
{"title":"模型预测控制器(MPC)与PID控制器在SSISD装置温度调节中的比较研究","authors":"Mohd Hezri Marzaki, M. H. A. Jalil, Haslizamri Md Shariff, R. Adnan, M. Rahiman","doi":"10.1109/ICSGRC.2014.6908710","DOIUrl":null,"url":null,"abstract":"This study presents the comparative performance of Model Predictive Controller (MPC) and PID controller in controlling temperature on Small Scale Industry Steam Distillation Pilot Plant (SSISD). PID controller were tune based on two most popular tuning which is Ziegler-Nichols tuning rule and Cohen-Coon tuning rule which denote as PID-ZN and PID-CC respectively. The performances were evaluated based on three criteria such as time constant, settling time and percentage overshoot. The simulation and real-time results revealed that the MPC controller was capable to meet desire transient response specially on providing fast settling time and minimum overshoot compared with PID. The paper contains the simulation and realtime studies of those controllers that applied in at Small Scale Industry Steam Distillation Pilot Plant (SSISD).","PeriodicalId":367680,"journal":{"name":"2014 IEEE 5th Control and System Graduate Research Colloquium","volume":"125 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":"{\"title\":\"Comparative study of Model Predictive Controller (MPC) and PID Controller on regulation temperature for SSISD plant\",\"authors\":\"Mohd Hezri Marzaki, M. H. A. Jalil, Haslizamri Md Shariff, R. Adnan, M. Rahiman\",\"doi\":\"10.1109/ICSGRC.2014.6908710\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study presents the comparative performance of Model Predictive Controller (MPC) and PID controller in controlling temperature on Small Scale Industry Steam Distillation Pilot Plant (SSISD). PID controller were tune based on two most popular tuning which is Ziegler-Nichols tuning rule and Cohen-Coon tuning rule which denote as PID-ZN and PID-CC respectively. The performances were evaluated based on three criteria such as time constant, settling time and percentage overshoot. The simulation and real-time results revealed that the MPC controller was capable to meet desire transient response specially on providing fast settling time and minimum overshoot compared with PID. The paper contains the simulation and realtime studies of those controllers that applied in at Small Scale Industry Steam Distillation Pilot Plant (SSISD).\",\"PeriodicalId\":367680,\"journal\":{\"name\":\"2014 IEEE 5th Control and System Graduate Research Colloquium\",\"volume\":\"125 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE 5th Control and System Graduate Research Colloquium\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSGRC.2014.6908710\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE 5th Control and System Graduate Research Colloquium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSGRC.2014.6908710","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

摘要

研究了模型预测控制器(MPC)和PID控制器在小型工业蒸汽蒸馏中试装置(SSISD)温度控制中的性能比较。PID控制器的整定基于Ziegler-Nichols整定规则和Cohen-Coon整定规则两种最流行的整定规则,分别用PID- zn和PID- cc表示。根据时间常数、沉降时间和超调率三个指标对性能进行评价。仿真和实时结果表明,与PID相比,MPC控制器具有更快的稳定时间和最小的超调量,能够满足期望的瞬态响应。本文对应用于小型工业蒸汽蒸馏中试装置(SSISD)的控制器进行了仿真和实时研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative study of Model Predictive Controller (MPC) and PID Controller on regulation temperature for SSISD plant
This study presents the comparative performance of Model Predictive Controller (MPC) and PID controller in controlling temperature on Small Scale Industry Steam Distillation Pilot Plant (SSISD). PID controller were tune based on two most popular tuning which is Ziegler-Nichols tuning rule and Cohen-Coon tuning rule which denote as PID-ZN and PID-CC respectively. The performances were evaluated based on three criteria such as time constant, settling time and percentage overshoot. The simulation and real-time results revealed that the MPC controller was capable to meet desire transient response specially on providing fast settling time and minimum overshoot compared with PID. The paper contains the simulation and realtime studies of those controllers that applied in at Small Scale Industry Steam Distillation Pilot Plant (SSISD).
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信